Identification of Objects using AI & ML Approaches: State-of-the-Art

Remote Imagery and the allied processing have been a matter of curiosity among researchers for a long, and have achieved various milestones in various facets. From the past, due to the entrance and buzz of AI & ML based computing, remote imagery & allied processing technology are growing and expanding towards multiple important services-like land surveying, various earth science disciplines. A vast literature is available from a long past till now related to the development of various techniques proposed in this area. In this paper, we have explored the major techniques of image processing for object detection and identification from remote imagery, including the current research directions and future directives. This literature survey is focused on analyzing and summarizing the past and recent work done in this field through a chronological sequence of research done for object detection and identification in remote imagery.